{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/stophc-a-harmful-content-detection-and","title":"StopHC: A Harmful Content Detection and Mitigation Architecture for Social Media Platforms","arxiv_id":"2411.06138","date":"2024-11-09","proceeding":null,"authors":["Ciprian-Octavian Truică","Ana-Teodora Constantinescu","Elena-Simona Apostol"],"abstract":"The mental health of social media users has started more and more to be put at risk by harmful, hateful, and offensive content. In this paper, we propose \\textsc{StopHC}, a harmful content detection and mitigation architecture for social media platforms. Our aim with \\textsc{StopHC} is to create more secure online environments. Our solution contains two modules, one that employs deep neural network architecture for harmful content detection, and one that uses a network immunization algorithm to block toxic nodes and stop the spread of harmful content. The efficacy of our solution is demonstrated by experiments conducted on two real-world datasets.","url_abs":"https://arxiv.org/abs/2411.06138v1","url_pdf":"https://arxiv.org/pdf/2411.06138v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"stophc-a-harmful-content-detection-and","repo_url":"https://github.com/DS4AI-UPB/StopHC_HarmfulContentMitigation","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"tf","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}